SOMALib: Library of Exact and Approximate Activation Functions for Hardware-efficient Neural Network Accelerators.
Prashanth H. C.Madhav RaoPublished in: ICCD (2022)
Keyphrases
- activation function
- neural network
- exact and approximate
- neural architecture
- back propagation
- artificial neural networks
- feed forward
- feed forward neural networks
- lower bound
- hidden layer
- multilayer perceptron
- data sets
- network architecture
- neural network model
- query evaluation
- bp neural network
- fuzzy neural network
- upper bound
- neural nets
- learning rate
- basis functions
- nearest neighbor
- dynamic programming
- pattern recognition
- evolutionary algorithm